| --- |
| license: cc-by-4.0 |
| --- |
| |
| This model was trained by Prakash Palanivelu Rajmohan and Renuka Sharma at [WildObs Australia](https://wildobs.org.au/). The official location of the model files is [the WildObs Hugging Face repository](https://huggingface.co/WildObs/WildObs_QLD_WetTropics). |
|
|
| These files are copied to this Hugging face repo because of the easy integration with [AddaxAI](https://addaxdatascience.com/addaxai). |
|
|
| **Developer** |
|
|
| Prakash Palanivelu Rajmohan and Renuka Sharma |
|
|
| **Owner** |
|
|
| WildObs Australia |
|
|
| **Description** |
|
|
| The wildobs_QLD_WetTropics model for Australian Wet Tropics has been trained on ~30k labelled images from 15 classes. We used the Wildlife Observatory of Australia's tagged image repository for the 'Wet Tropics' rainforests (n = 454 camera deployments, 2,184,664 images, 121 species), and refined this to a balanced dataset of the 15 most common species for CV training and testing. We found that fine-tuning SpeciesNet (https://github.com/google/cameratrapai) delivered the highest performance, often exceeding 95% F1-score. We are in the process of publishing our findings as part of this work. |
|
|
| **Classes** |
|
|
| * Alectura_lathami |
| * Bos_taurus |
| * Canis_familiaris |
| * Casuarius_casuarius |
| * Felis_catus |
| * Heteromyias_cinereifrons |
| * Homo_sapiens |
| * Hypsiprymnodon_moschatus |
| * Megapodius_reinwardt |
| * Orthonyx_spaldingii |
| * Perameles_nasuta |
| * Sus_scrofa |
| * Thylogale_stigmatica |
| * Uromys_caudimaculatus |
| * Wallabia_bicolor |
| |
| **Links** |
| |
| [Learn more](https://wildobs.org.au/) |
| |
| [License](https://creativecommons.org/licenses/by-4.0/) |
| |
